Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 278 |
| Missing cells | 28 |
| Missing cells (%) | 0.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 34.9 KiB |
| Average record size in memory | 128.5 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 15 |
CNY is highly overall correlated with EUR and 9 other fields | High correlation |
Coffee is highly overall correlated with Iron Ore and 9 other fields | High correlation |
EUR is highly overall correlated with CNY and 7 other fields | High correlation |
Iron Ore is highly overall correlated with Coffee and 9 other fields | High correlation |
Meat index is highly overall correlated with CNY and 10 other fields | High correlation |
Soybeans is highly overall correlated with Coffee and 9 other fields | High correlation |
Sugar is highly overall correlated with Coffee and 9 other fields | High correlation |
USD is highly overall correlated with CNY and 7 other fields | High correlation |
bud_group_personal_spent_value is highly overall correlated with CNY and 13 other fields | High correlation |
bud_type_mandatory_spent_value is highly overall correlated with CNY and 13 other fields | High correlation |
eco_GDP_R$_12_months is highly overall correlated with CNY and 13 other fields | High correlation |
eco_net_debt_R$ is highly overall correlated with CNY and 13 other fields | High correlation |
eco_net_debt_R$_federal_govt is highly overall correlated with CNY and 13 other fields | High correlation |
exp_DIC_y is highly overall correlated with CNY and 10 other fields | High correlation |
exp_trade_balance_y is highly overall correlated with CNY and 7 other fields | High correlation |
eco_net_debt_R$ has 3 (1.1%) missing values | Missing |
eco_net_debt_R$_federal_govt has 3 (1.1%) missing values | Missing |
eco_GDP_R$_12_months has 3 (1.1%) missing values | Missing |
Time has unique values | Unique |
Reproduction
| Analysis started | 2024-02-01 22:06:57.802323 |
|---|---|
| Analysis finished | 2024-02-01 22:07:33.602799 |
| Duration | 35.8 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
Time
Date
UNIQUE
| Distinct | 278 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 KiB |
| Minimum | 2001-01-01 00:00:00 |
|---|---|
| Maximum | 2024-02-01 00:00:00 |
Histogram with fixed size bins (bins=50)
eco_net_debt_R$
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 275 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2316953.8 |
| Minimum | 541333.74 |
|---|---|
| Maximum | 6333747.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 541333.74 |
|---|---|
| 5-th percentile | 665559.39 |
| Q1 | 1061685.4 |
| median | 1567887.3 |
| Q3 | 3550458.9 |
| 95-th percentile | 5552878.9 |
| Maximum | 6333747.9 |
| Range | 5792414.2 |
| Interquartile range (IQR) | 2488773.5 |
Descriptive statistics
| Standard deviation | 1635211.4 |
|---|---|
| Coefficient of variation (CV) | 0.70575916 |
| Kurtosis | -0.44048864 |
| Mean | 2316953.8 |
| Median Absolute Deviation (MAD) | 625662.63 |
| Skewness | 0.97119847 |
| Sum | 6.3716229 × 108 |
| Variance | 2.6739162 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2423128.13 | 1 | 0.4% |
| 2805851.53 | 1 | 0.4% |
| 2742366.38 | 1 | 0.4% |
| 2672668.3 | 1 | 0.4% |
| 2627112.1 | 1 | 0.4% |
| 2493775.18 | 1 | 0.4% |
| 2458650.72 | 1 | 0.4% |
| 2360392.03 | 1 | 0.4% |
| 2033575.55 | 1 | 0.4% |
| 2286788.39 | 1 | 0.4% |
| Other values (265) | 265 | |
| (Missing) | 3 | 1.1% |
| Value | Count | Frequency (%) |
| 541333.74 | 1 | |
| 550253.48 | 1 | |
| 561959.2 | 1 | |
| 565464.63 | 1 | |
| 581727.09 | 1 | |
| 586060.21 | 1 | |
| 606367.82 | 1 | |
| 622953.86 | 1 | |
| 635685.65 | 1 | |
| 638367.6 | 1 |
| Value | Count | Frequency (%) |
| 6333747.91 | 1 | |
| 6253007.52 | 1 | |
| 6211220.8 | 1 | |
| 6163293.13 | 1 | |
| 6067062.7 | 1 | |
| 5992871.68 | 1 | |
| 5922818.04 | 1 | |
| 5817539.24 | 1 | |
| 5794341.14 | 1 | |
| 5719397.77 | 1 |
eco_net_debt_R$_federal_govt
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 275 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1655032.4 |
| Minimum | 337611.99 |
|---|---|
| Maximum | 5473823.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 337611.99 |
|---|---|
| 5-th percentile | 425874.02 |
| Q1 | 708802.82 |
| median | 1017171.8 |
| Q3 | 2549900.9 |
| 95-th percentile | 4619428.7 |
| Maximum | 5473823.1 |
| Range | 5136211.1 |
| Interquartile range (IQR) | 1841098.1 |
Descriptive statistics
| Standard deviation | 1338846.9 |
|---|---|
| Coefficient of variation (CV) | 0.8089551 |
| Kurtosis | 0.39020203 |
| Mean | 1655032.4 |
| Median Absolute Deviation (MAD) | 423893.09 |
| Skewness | 1.245133 |
| Sum | 4.5513392 × 108 |
| Variance | 1.7925111 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1533881.44 | 1 | 0.4% |
| 1897749.65 | 1 | 0.4% |
| 1836057.82 | 1 | 0.4% |
| 1820041.3 | 1 | 0.4% |
| 1746541.89 | 1 | 0.4% |
| 1588570.55 | 1 | 0.4% |
| 1575573.76 | 1 | 0.4% |
| 1399516.92 | 1 | 0.4% |
| 1238357.26 | 1 | 0.4% |
| 1292031.16 | 1 | 0.4% |
| Other values (265) | 265 | |
| (Missing) | 3 | 1.1% |
| Value | Count | Frequency (%) |
| 337611.99 | 1 | |
| 346552.5 | 1 | |
| 355037.5 | 1 | |
| 360694.52 | 1 | |
| 374879.99 | 1 | |
| 378378.89 | 1 | |
| 395250.93 | 1 | |
| 405832.79 | 1 | |
| 408431.08 | 1 | |
| 411771.96 | 1 |
| Value | Count | Frequency (%) |
| 5473823.08 | 1 | |
| 5402090.79 | 1 | |
| 5375619.97 | 1 | |
| 5315415.06 | 1 | |
| 5256528.02 | 1 | |
| 5169640.12 | 1 | |
| 5006344.84 | 1 | |
| 4915045.88 | 1 | |
| 4877969.97 | 1 | |
| 4806136.53 | 1 |
eco_GDP_R$_12_months
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 275 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4791015.7 |
| Minimum | 1209046.1 |
|---|---|
| Maximum | 10803176 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 1209046.1 |
|---|---|
| 5-th percentile | 1342540 |
| Q1 | 2349596.9 |
| median | 4585738.9 |
| Q3 | 6667628.7 |
| 95-th percentile | 9825591.4 |
| Maximum | 10803176 |
| Range | 9594130.3 |
| Interquartile range (IQR) | 4318031.8 |
Descriptive statistics
| Standard deviation | 2634957.3 |
|---|---|
| Coefficient of variation (CV) | 0.54997886 |
| Kurtosis | -0.79433838 |
| Mean | 4791015.7 |
| Median Absolute Deviation (MAD) | 2176289 |
| Skewness | 0.43317035 |
| Sum | 1.3175293 × 109 |
| Variance | 6.9430002 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6039427.2 | 1 | 0.4% |
| 6187449.8 | 1 | 0.4% |
| 6162654 | 1 | 0.4% |
| 6133275.9 | 1 | 0.4% |
| 6118507.6 | 1 | 0.4% |
| 6087368 | 1 | 0.4% |
| 6063155.5 | 1 | 0.4% |
| 6026826.4 | 1 | 0.4% |
| 5907278.6 | 1 | 0.4% |
| 6003116.9 | 1 | 0.4% |
| Other values (265) | 265 | |
| (Missing) | 3 | 1.1% |
| Value | Count | Frequency (%) |
| 1209046.1 | 1 | |
| 1218911 | 1 | |
| 1234635 | 1 | |
| 1250830.7 | 1 | |
| 1263306 | 1 | |
| 1265570 | 1 | |
| 1272918.6 | 1 | |
| 1280805.4 | 1 | |
| 1289198.6 | 1 | |
| 1298386.5 | 1 |
| Value | Count | Frequency (%) |
| 10803176.4 | 1 | |
| 10732193.6 | 1 | |
| 10666257.2 | 1 | |
| 10620107.5 | 1 | |
| 10569414.8 | 1 | |
| 10526477.7 | 1 | |
| 10476147.9 | 1 | |
| 10416045.6 | 1 | |
| 10342854.3 | 1 | |
| 10245140.9 | 1 |
Coffee
Real number (ℝ)
HIGH CORRELATION
| Distinct | 276 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.62979 |
| Minimum | 33.181211 |
|---|---|
| Maximum | 183.39671 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 33.181211 |
|---|---|
| 5-th percentile | 37.644156 |
| Q1 | 72.800572 |
| median | 89.413025 |
| Q3 | 109.94264 |
| 95-th percentile | 162.30549 |
| Maximum | 183.39671 |
| Range | 150.2155 |
| Interquartile range (IQR) | 37.142072 |
Descriptive statistics
| Standard deviation | 35.103615 |
|---|---|
| Coefficient of variation (CV) | 0.38310265 |
| Kurtosis | -0.18050115 |
| Mean | 91.62979 |
| Median Absolute Deviation (MAD) | 18.070015 |
| Skewness | 0.42620432 |
| Sum | 25289.822 |
| Variance | 1232.2638 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 94.12697354 | 1 | 0.4% |
| 109.2256194 | 1 | 0.4% |
| 107.6022162 | 1 | 0.4% |
| 102.2591064 | 1 | 0.4% |
| 104.8363193 | 1 | 0.4% |
| 100.9840626 | 1 | 0.4% |
| 94.72324215 | 1 | 0.4% |
| 96.21052189 | 1 | 0.4% |
| 94.26668466 | 1 | 0.4% |
| 90.14719033 | 1 | 0.4% |
| Other values (266) | 266 | |
| (Missing) | 2 | 0.7% |
| Value | Count | Frequency (%) |
| 33.18121093 | 1 | |
| 34.40419394 | 1 | |
| 34.47106725 | 1 | |
| 34.53689171 | 1 | |
| 35.54873591 | 1 | |
| 35.56335781 | 1 | |
| 35.73944425 | 1 | |
| 35.91780564 | 1 | |
| 35.97495675 | 1 | |
| 36.08154634 | 1 |
| Value | Count | Frequency (%) |
| 183.3967108 | 1 | |
| 178.2638053 | 1 | |
| 177.652549 | 1 | |
| 176.018388 | 1 | |
| 170.7968299 | 1 | |
| 167.8350432 | 1 | |
| 167.7737306 | 1 | |
| 167.0920788 | 1 | |
| 165.4549889 | 1 | |
| 165.0637573 | 1 |
Iron Ore
Real number (ℝ)
HIGH CORRELATION
| Distinct | 189 |
|---|---|
| Distinct (%) | 68.5% |
| Missing | 2 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 135.72877 |
| Minimum | 21.651086 |
|---|---|
| Maximum | 368.50523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 21.651086 |
|---|---|
| 5-th percentile | 22.180411 |
| Q1 | 57.115839 |
| median | 122.42527 |
| Q3 | 205.13881 |
| 95-th percentile | 288.1126 |
| Maximum | 368.50523 |
| Range | 346.85414 |
| Interquartile range (IQR) | 148.02297 |
Descriptive statistics
| Standard deviation | 86.046034 |
|---|---|
| Coefficient of variation (CV) | 0.63395575 |
| Kurtosis | -0.77791813 |
| Mean | 135.72877 |
| Median Absolute Deviation (MAD) | 72.164736 |
| Skewness | 0.38577053 |
| Sum | 37461.141 |
| Variance | 7403.92 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22.18041099 | 12 | 4.3% |
| 21.65108632 | 12 | 4.3% |
| 23.59763509 | 12 | 4.3% |
| 27.98590732 | 12 | 4.3% |
| 47.99779468 | 12 | 4.3% |
| 57.11583892 | 12 | 4.3% |
| 62.54568549 | 12 | 4.3% |
| 103.8159344 | 11 | 4.0% |
| 123.8091945 | 1 | 0.4% |
| 114.4800413 | 1 | 0.4% |
| Other values (179) | 179 | |
| (Missing) | 2 | 0.7% |
| Value | Count | Frequency (%) |
| 21.65108632 | 12 | |
| 22.18041099 | 12 | |
| 23.59763509 | 12 | |
| 27.98590732 | 12 | |
| 47.99779468 | 12 | |
| 57.11583892 | 12 | |
| 62.54568549 | 12 | |
| 69.80701025 | 1 | 0.4% |
| 72.06458543 | 1 | 0.4% |
| 79.374307 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 368.5052278 | 1 | |
| 365.9868711 | 1 | |
| 346.3783526 | 1 | |
| 319.6096481 | 1 | |
| 306.7180313 | 1 | |
| 306.0881539 | 1 | |
| 304.3616827 | 1 | |
| 302.9956836 | 1 | |
| 302.615377 | 1 | |
| 302.3895215 | 1 |
Meat index
Real number (ℝ)
HIGH CORRELATION
| Distinct | 276 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.49884 |
| Minimum | 62.006865 |
|---|---|
| Maximum | 165.93271 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 62.006865 |
|---|---|
| 5-th percentile | 69.172843 |
| Q1 | 84.164519 |
| median | 102.97732 |
| Q3 | 114.27888 |
| 95-th percentile | 145.0024 |
| Maximum | 165.93271 |
| Range | 103.92585 |
| Interquartile range (IQR) | 30.114357 |
Descriptive statistics
| Standard deviation | 22.475726 |
|---|---|
| Coefficient of variation (CV) | 0.21927785 |
| Kurtosis | -0.025091961 |
| Mean | 102.49884 |
| Median Absolute Deviation (MAD) | 15.195288 |
| Skewness | 0.54219967 |
| Sum | 28289.681 |
| Variance | 505.15828 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100.5686532 | 1 | 0.4% |
| 94.38700958 | 1 | 0.4% |
| 99.38668181 | 1 | 0.4% |
| 103.1002027 | 1 | 0.4% |
| 108.8547146 | 1 | 0.4% |
| 109.4729081 | 1 | 0.4% |
| 106.1814828 | 1 | 0.4% |
| 99.6748717 | 1 | 0.4% |
| 114.8734725 | 1 | 0.4% |
| 98.4100018 | 1 | 0.4% |
| Other values (266) | 266 | |
| (Missing) | 2 | 0.7% |
| Value | Count | Frequency (%) |
| 62.00686549 | 1 | |
| 62.70071092 | 1 | |
| 64.25407578 | 1 | |
| 64.57241398 | 1 | |
| 65.93872914 | 1 | |
| 66.40308821 | 1 | |
| 66.50843215 | 1 | |
| 66.84424609 | 1 | |
| 66.86704112 | 1 | |
| 67.67504554 | 1 |
| Value | Count | Frequency (%) |
| 165.932715 | 1 | |
| 165.921585 | 1 | |
| 165.2829385 | 1 | |
| 162.8758722 | 1 | |
| 162.543242 | 1 | |
| 158.8909804 | 1 | |
| 153.231688 | 1 | |
| 151.4055422 | 1 | |
| 149.2062069 | 1 | |
| 148.8278397 | 1 |
Soybeans
Real number (ℝ)
HIGH CORRELATION
| Distinct | 275 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 2 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.15926 |
| Minimum | 43.729764 |
|---|---|
| Maximum | 171.74024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 43.729764 |
|---|---|
| 5-th percentile | 48.616593 |
| Q1 | 78.079873 |
| median | 98.535786 |
| Q3 | 133.60784 |
| 95-th percentile | 153.47634 |
| Maximum | 171.74024 |
| Range | 128.01047 |
| Interquartile range (IQR) | 55.527972 |
Descriptive statistics
| Standard deviation | 33.869372 |
|---|---|
| Coefficient of variation (CV) | 0.33153503 |
| Kurtosis | -0.96724727 |
| Mean | 102.15926 |
| Median Absolute Deviation (MAD) | 31.077455 |
| Skewness | 0.092702418 |
| Sum | 28195.955 |
| Variance | 1147.1344 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 57.40718764 | 2 | 0.7% |
| 89.20552506 | 1 | 0.4% |
| 90.27119191 | 1 | 0.4% |
| 87.97250904 | 1 | 0.4% |
| 89.1395787 | 1 | 0.4% |
| 89.10898146 | 1 | 0.4% |
| 88.26122582 | 1 | 0.4% |
| 101.5622173 | 1 | 0.4% |
| 97.545026 | 1 | 0.4% |
| 107.1146486 | 1 | 0.4% |
| Other values (265) | 265 | |
| (Missing) | 2 | 0.7% |
| Value | Count | Frequency (%) |
| 43.72976372 | 1 | |
| 44.12868858 | 1 | |
| 44.15401715 | 1 | |
| 44.16668143 | 1 | |
| 44.2869921 | 1 | |
| 44.81889192 | 1 | |
| 45.17982394 | 1 | |
| 45.31913104 | 1 | |
| 46.16763789 | 1 | |
| 46.50957349 | 1 |
| Value | Count | Frequency (%) |
| 171.7402359 | 1 | |
| 171.2672997 | 1 | |
| 170.4237016 | 1 | |
| 170.1645162 | 1 | |
| 170.1437448 | 1 | |
| 169.6084446 | 1 | |
| 168.0273765 | 1 | |
| 160.926947 | 1 | |
| 159.0728147 | 1 | |
| 159.033174 | 1 |
Sugar
Real number (ℝ)
HIGH CORRELATION
| Distinct | 276 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.535526 |
| Minimum | 32.829715 |
|---|---|
| Maximum | 161.86432 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 32.829715 |
|---|---|
| 5-th percentile | 39.593097 |
| Q1 | 61.154622 |
| median | 79.96087 |
| Q3 | 103.43688 |
| 95-th percentile | 138.70562 |
| Maximum | 161.86432 |
| Range | 129.0346 |
| Interquartile range (IQR) | 42.282259 |
Descriptive statistics
| Standard deviation | 30.203956 |
|---|---|
| Coefficient of variation (CV) | 0.36157019 |
| Kurtosis | -0.44989 |
| Mean | 83.535526 |
| Median Absolute Deviation (MAD) | 22.353397 |
| Skewness | 0.43882679 |
| Sum | 23055.805 |
| Variance | 912.27894 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 84.49101798 | 1 | 0.4% |
| 124.0038593 | 1 | 0.4% |
| 116.0327396 | 1 | 0.4% |
| 109.6329034 | 1 | 0.4% |
| 107.8418547 | 1 | 0.4% |
| 105.9130682 | 1 | 0.4% |
| 92.62755158 | 1 | 0.4% |
| 86.06779516 | 1 | 0.4% |
| 67.85186445 | 1 | 0.4% |
| 75.26326585 | 1 | 0.4% |
| Other values (266) | 266 | |
| (Missing) | 2 | 0.7% |
| Value | Count | Frequency (%) |
| 32.82971492 | 1 | |
| 33.25658032 | 1 | |
| 35.0114891 | 1 | |
| 35.75838449 | 1 | |
| 36.24492899 | 1 | |
| 36.60505209 | 1 | |
| 36.63393117 | 1 | |
| 36.70201554 | 1 | |
| 37.36242521 | 1 | |
| 37.85865617 | 1 |
| Value | Count | Frequency (%) |
| 161.8643182 | 1 | |
| 159.980352 | 1 | |
| 159.8990528 | 1 | |
| 157.5630484 | 1 | |
| 152.8481404 | 1 | |
| 151.6590235 | 1 | |
| 149.4593334 | 1 | |
| 147.1682084 | 1 | |
| 146.355285 | 1 | |
| 146.2259982 | 1 |
bud_group_personal_spent_value
Real number (ℝ)
HIGH CORRELATION
| Distinct | 265 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 2 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9565775 × 1011 |
| Minimum | 6.2678574 × 1010 |
|---|---|
| Maximum | 3.6832098 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 6.2678574 × 1010 |
|---|---|
| 5-th percentile | 6.5508889 × 1010 |
| Q1 | 1.0503278 × 1011 |
| median | 1.8738975 × 1011 |
| Q3 | 2.8810099 × 1011 |
| 95-th percentile | 3.3631696 × 1011 |
| Maximum | 3.6832098 × 1011 |
| Range | 3.0564241 × 1011 |
| Interquartile range (IQR) | 1.830682 × 1011 |
Descriptive statistics
| Standard deviation | 9.4157461 × 1010 |
|---|---|
| Coefficient of variation (CV) | 0.48123553 |
| Kurtosis | -1.3389432 |
| Mean | 1.9565775 × 1011 |
| Median Absolute Deviation (MAD) | 9.0370515 × 1010 |
| Skewness | 0.16651718 |
| Sum | 5.4001539 × 1013 |
| Variance | 8.8656275 × 1021 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.26785744 × 1010 | 12 | 4.3% |
| 6.473698486 × 1010 | 1 | 0.4% |
| 2.652749283 × 1011 | 1 | 0.4% |
| 2.403932898 × 1011 | 1 | 0.4% |
| 2.420699658 × 1011 | 1 | 0.4% |
| 2.437466418 × 1011 | 1 | 0.4% |
| 2.454233179 × 1011 | 1 | 0.4% |
| 2.470999939 × 1011 | 1 | 0.4% |
| 2.487766699 × 1011 | 1 | 0.4% |
| 2.504533459 × 1011 | 1 | 0.4% |
| Other values (255) | 255 | |
| (Missing) | 2 | 0.7% |
| Value | Count | Frequency (%) |
| 6.26785744 × 1010 | 12 | |
| 6.370777963 × 1010 | 1 | 0.4% |
| 6.473698486 × 1010 | 1 | 0.4% |
| 6.576619009 × 1010 | 1 | 0.4% |
| 6.679539532 × 1010 | 1 | 0.4% |
| 6.782460055 × 1010 | 1 | 0.4% |
| 6.885380578 × 1010 | 1 | 0.4% |
| 6.988301101 × 1010 | 1 | 0.4% |
| 7.091221624 × 1010 | 1 | 0.4% |
| 7.194142147 × 1010 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 3.683209845 × 1011 | 1 | |
| 3.65757528 × 1011 | 1 | |
| 3.631940715 × 1011 | 1 | |
| 3.60630615 × 1011 | 1 | |
| 3.580671584 × 1011 | 1 | |
| 3.555037019 × 1011 | 1 | |
| 3.529402454 × 1011 | 1 | |
| 3.503767888 × 1011 | 1 | |
| 3.478133323 × 1011 | 1 | |
| 3.452498758 × 1011 | 1 |
bud_type_mandatory_spent_value
Real number (ℝ)
HIGH CORRELATION
| Distinct | 265 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 2 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.4939435 × 1011 |
| Minimum | 1.363717 × 1011 |
|---|---|
| Maximum | 2.3830425 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 1.363717 × 1011 |
|---|---|
| 5-th percentile | 1.6316194 × 1011 |
| Q1 | 4.3560126 × 1011 |
| median | 8.4314427 × 1011 |
| Q3 | 1.3983507 × 1012 |
| 95-th percentile | 2.0450727 × 1012 |
| Maximum | 2.3830425 × 1012 |
| Range | 2.2466708 × 1012 |
| Interquartile range (IQR) | 9.627494 × 1011 |
Descriptive statistics
| Standard deviation | 5.9064281 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.6221259 |
| Kurtosis | -0.76282153 |
| Mean | 9.4939435 × 1011 |
| Median Absolute Deviation (MAD) | 4.7392245 × 1011 |
| Skewness | 0.49562009 |
| Sum | 2.6203284 × 1014 |
| Variance | 3.4885893 × 1023 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.363716967 × 1011 | 12 | 4.3% |
| 1.558555075 × 1011 | 1 | 0.4% |
| 1.329283297 × 1012 | 1 | 0.4% |
| 1.210204345 × 1012 | 1 | 0.4% |
| 1.219582968 × 1012 | 1 | 0.4% |
| 1.22896159 × 1012 | 1 | 0.4% |
| 1.238340212 × 1012 | 1 | 0.4% |
| 1.247718834 × 1012 | 1 | 0.4% |
| 1.257097456 × 1012 | 1 | 0.4% |
| 1.266476079 × 1012 | 1 | 0.4% |
| Other values (255) | 255 | |
| (Missing) | 2 | 0.7% |
| Value | Count | Frequency (%) |
| 1.363716967 × 1011 | 12 | |
| 1.461136021 × 1011 | 1 | 0.4% |
| 1.558555075 × 1011 | 1 | 0.4% |
| 1.655974129 × 1011 | 1 | 0.4% |
| 1.753393183 × 1011 | 1 | 0.4% |
| 1.850812237 × 1011 | 1 | 0.4% |
| 1.948231291 × 1011 | 1 | 0.4% |
| 2.045650345 × 1011 | 1 | 0.4% |
| 2.143069399 × 1011 | 1 | 0.4% |
| 2.240488453 × 1011 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 2.383042464 × 1012 | 1 | |
| 2.358983034 × 1012 | 1 | |
| 2.334923603 × 1012 | 1 | |
| 2.310864173 × 1012 | 1 | |
| 2.286804743 × 1012 | 1 | |
| 2.262745313 × 1012 | 1 | |
| 2.238685882 × 1012 | 1 | |
| 2.214626452 × 1012 | 1 | |
| 2.190567022 × 1012 | 1 | |
| 2.166507592 × 1012 | 1 |
exp_DIC_y
Real number (ℝ)
HIGH CORRELATION
| Distinct | 106 |
|---|---|
| Distinct (%) | 38.3% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.44769 |
| Minimum | 8.3 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 8.3 |
|---|---|
| 5-th percentile | 12.08 |
| Q1 | 19.8 |
| median | 55 |
| Q3 | 63 |
| 95-th percentile | 80 |
| Maximum | 85 |
| Range | 76.7 |
| Interquartile range (IQR) | 43.2 |
Descriptive statistics
| Standard deviation | 23.78155 |
|---|---|
| Coefficient of variation (CV) | 0.52327303 |
| Kurtosis | -1.4298568 |
| Mean | 45.44769 |
| Median Absolute Deviation (MAD) | 21.13 |
| Skewness | -0.073439701 |
| Sum | 12589.01 |
| Variance | 565.56213 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 35 | 12.6% |
| 80 | 19 | 6.8% |
| 55 | 16 | 5.8% |
| 75 | 11 | 4.0% |
| 16 | 10 | 3.6% |
| 25 | 8 | 2.9% |
| 65 | 6 | 2.2% |
| 30 | 6 | 2.2% |
| 35 | 6 | 2.2% |
| 15 | 6 | 2.2% |
| Other values (96) | 154 |
| Value | Count | Frequency (%) |
| 8.3 | 1 | 0.4% |
| 8.65 | 1 | 0.4% |
| 9 | 3 | |
| 9.4 | 1 | 0.4% |
| 10 | 3 | |
| 10.26 | 1 | 0.4% |
| 11.5 | 1 | 0.4% |
| 12 | 3 | |
| 12.1 | 1 | 0.4% |
| 12.6 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 85 | 3 | 1.1% |
| 83.2 | 1 | 0.4% |
| 82.65 | 1 | 0.4% |
| 82 | 1 | 0.4% |
| 81.89 | 1 | 0.4% |
| 81.6 | 1 | 0.4% |
| 80 | 19 | |
| 79.5 | 2 | 0.7% |
| 78.57 | 1 | 0.4% |
| 78 | 1 | 0.4% |
exp_trade_balance_y
Real number (ℝ)
HIGH CORRELATION
| Distinct | 197 |
|---|---|
| Distinct (%) | 71.1% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.477168 |
| Minimum | -2 |
|---|---|
| Maximum | 81.3 |
| Zeros | 2 |
| Zeros (%) | 0.7% |
| Negative | 8 |
| Negative (%) | 2.9% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | 1.54 |
| Q1 | 15 |
| median | 29.1 |
| Q3 | 51.1 |
| 95-th percentile | 68.1664 |
| Maximum | 81.3 |
| Range | 83.3 |
| Interquartile range (IQR) | 36.1 |
Descriptive statistics
| Standard deviation | 21.766712 |
|---|---|
| Coefficient of variation (CV) | 0.67021584 |
| Kurtosis | -1.1264242 |
| Mean | 32.477168 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.18942087 |
| Sum | 8996.1756 |
| Variance | 473.78977 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 9 | 3.2% |
| 55 | 8 | 2.9% |
| 20 | 6 | 2.2% |
| 24 | 6 | 2.2% |
| 15 | 4 | 1.4% |
| 42 | 4 | 1.4% |
| 10 | 4 | 1.4% |
| 25 | 4 | 1.4% |
| 3 | 4 | 1.4% |
| 16 | 3 | 1.1% |
| Other values (187) | 225 |
| Value | Count | Frequency (%) |
| -2 | 1 | |
| -1.5 | 1 | |
| -1.32 | 1 | |
| -1.25 | 1 | |
| -1 | 2 | |
| -0.8 | 1 | |
| -0.27 | 1 | |
| 0 | 2 | |
| 0.5 | 1 | |
| 1.2 | 2 |
| Value | Count | Frequency (%) |
| 81.3 | 1 | |
| 78.45 | 1 | |
| 78.4 | 1 | |
| 75.15 | 1 | |
| 73 | 1 | |
| 72.1 | 1 | |
| 70.85 | 1 | |
| 70.5 | 1 | |
| 70.4 | 1 | |
| 70.37 | 1 |
CNY
Real number (ℝ)
HIGH CORRELATION
| Distinct | 275 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4375782 |
| Minimum | 0.22932 |
|---|---|
| Maximum | 0.8831 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 0.22932 |
|---|---|
| 5-th percentile | 0.2448648 |
| Q1 | 0.280918 |
| median | 0.359021 |
| Q3 | 0.5587 |
| 95-th percentile | 0.80136 |
| Maximum | 0.8831 |
| Range | 0.65378 |
| Interquartile range (IQR) | 0.277782 |
Descriptive statistics
| Standard deviation | 0.18513437 |
|---|---|
| Coefficient of variation (CV) | 0.42308864 |
| Kurtosis | -0.47772809 |
| Mean | 0.4375782 |
| Median Absolute Deviation (MAD) | 0.101279 |
| Skewness | 0.86209337 |
| Sum | 121.20916 |
| Variance | 0.034274734 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5519 | 2 | 0.7% |
| 0.488 | 2 | 0.7% |
| 0.238588 | 1 | 0.4% |
| 0.4868 | 1 | 0.4% |
| 0.4852 | 1 | 0.4% |
| 0.483 | 1 | 0.4% |
| 0.5464 | 1 | 0.4% |
| 0.533 | 1 | 0.4% |
| 0.6073 | 1 | 0.4% |
| 0.5004 | 1 | 0.4% |
| Other values (265) | 265 |
| Value | Count | Frequency (%) |
| 0.22932 | 1 | |
| 0.232245 | 1 | |
| 0.233655 | 1 | |
| 0.234784 | 1 | |
| 0.236701 | 1 | |
| 0.238588 | 1 | |
| 0.239 | 1 | |
| 0.241477 | 1 | |
| 0.2415 | 1 | |
| 0.24153 | 1 |
| Value | Count | Frequency (%) |
| 0.8831 | 1 | |
| 0.881 | 1 | |
| 0.8787 | 1 | |
| 0.8696 | 1 | |
| 0.8625 | 1 | |
| 0.8543 | 1 | |
| 0.8523 | 1 | |
| 0.8439 | 1 | |
| 0.8423 | 1 | |
| 0.8348 | 1 |
EUR
Real number (ℝ)
HIGH CORRELATION
| Distinct | 276 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5833491 |
| Minimum | 1.8437 |
|---|---|
| Maximum | 6.7241 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 1.8437 |
|---|---|
| 5-th percentile | 2.22762 |
| Q1 | 2.62367 |
| median | 3.2632 |
| Q3 | 4.2578 |
| 95-th percentile | 6.18278 |
| Maximum | 6.7241 |
| Range | 4.8804 |
| Interquartile range (IQR) | 1.63413 |
Descriptive statistics
| Standard deviation | 1.2298833 |
|---|---|
| Coefficient of variation (CV) | 0.34322174 |
| Kurtosis | -0.060264547 |
| Mean | 3.5833491 |
| Median Absolute Deviation (MAD) | 0.6937 |
| Skewness | 0.93196644 |
| Sum | 992.5877 |
| Variance | 1.512613 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.5244 | 2 | 0.7% |
| 1.8437 | 1 | 0.4% |
| 3.6002 | 1 | 0.4% |
| 3.6484 | 1 | 0.4% |
| 3.6116 | 1 | 0.4% |
| 3.6183 | 1 | 0.4% |
| 3.5414 | 1 | 0.4% |
| 4.0039 | 1 | 0.4% |
| 3.9484 | 1 | 0.4% |
| 4.0539 | 1 | 0.4% |
| Other values (266) | 266 |
| Value | Count | Frequency (%) |
| 1.8437 | 1 | |
| 1.89153 | 1 | |
| 1.90165 | 1 | |
| 1.94164 | 1 | |
| 1.9636 | 1 | |
| 2.00134 | 1 | |
| 2.02603 | 1 | |
| 2.04419 | 1 | |
| 2.06363 | 1 | |
| 2.08247 | 1 |
| Value | Count | Frequency (%) |
| 6.7241 | 1 | |
| 6.7142 | 1 | |
| 6.6915 | 1 | |
| 6.6532 | 1 | |
| 6.6132 | 1 | |
| 6.5393 | 1 | |
| 6.5194 | 1 | |
| 6.5016 | 1 | |
| 6.4 | 1 | |
| 6.3799 | 1 |
USD
Real number (ℝ)
HIGH CORRELATION
| Distinct | 276 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0513617 |
| Minimum | 1.5563 |
|---|---|
| Maximum | 5.7718 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 1.5563 |
|---|---|
| 5-th percentile | 1.68642 |
| Q1 | 2.1074 |
| median | 2.7071 |
| Q3 | 3.8322 |
| 95-th percentile | 5.4042 |
| Maximum | 5.7718 |
| Range | 4.2155 |
| Interquartile range (IQR) | 1.7248 |
Descriptive statistics
| Standard deviation | 1.2012461 |
|---|---|
| Coefficient of variation (CV) | 0.39367543 |
| Kurtosis | -0.61166104 |
| Mean | 3.0513617 |
| Median Absolute Deviation (MAD) | 0.736 |
| Skewness | 0.76391318 |
| Sum | 845.2272 |
| Variance | 1.4429923 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.744 | 2 | 0.7% |
| 1.9711 | 1 | 0.4% |
| 3.5951 | 1 | 0.4% |
| 3.1811 | 1 | 0.4% |
| 3.2462 | 1 | 0.4% |
| 3.2403 | 1 | 0.4% |
| 3.239 | 1 | 0.4% |
| 3.2098 | 1 | 0.4% |
| 3.4508 | 1 | 0.4% |
| 3.2591 | 1 | 0.4% |
| Other values (266) | 266 |
| Value | Count | Frequency (%) |
| 1.5563 | 1 | |
| 1.5611 | 1 | |
| 1.5666 | 1 | |
| 1.5733 | 1 | |
| 1.5799 | 1 | |
| 1.5872 | 1 | |
| 1.5919 | 1 | |
| 1.6287 | 1 | |
| 1.6294 | 1 | |
| 1.6344 | 1 |
| Value | Count | Frequency (%) |
| 5.7718 | 1 | |
| 5.6973 | 1 | |
| 5.643 | 1 | |
| 5.6407 | 1 | |
| 5.6199 | 1 | |
| 5.5805 | 1 | |
| 5.5302 | 1 | |
| 5.476 | 1 | |
| 5.4759 | 1 | |
| 5.4713 | 1 |
| CNY | Coffee | EUR | Iron Ore | Meat index | Soybeans | Sugar | USD | bud_group_personal_spent_value | bud_type_mandatory_spent_value | eco_GDP_R$_12_months | eco_net_debt_R$ | eco_net_debt_R$_federal_govt | exp_DIC_y | exp_trade_balance_y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CNY | 1.000 | 0.249 | 0.932 | 0.229 | 0.529 | 0.224 | 0.115 | 0.955 | 0.756 | 0.756 | 0.755 | 0.749 | 0.732 | 0.580 | 0.531 |
| Coffee | 0.249 | 1.000 | 0.167 | 0.824 | 0.792 | 0.824 | 0.871 | 0.055 | 0.695 | 0.695 | 0.694 | 0.698 | 0.711 | 0.555 | 0.262 |
| EUR | 0.932 | 0.167 | 1.000 | 0.150 | 0.434 | 0.165 | 0.027 | 0.930 | 0.704 | 0.704 | 0.702 | 0.699 | 0.686 | 0.460 | 0.673 |
| Iron Ore | 0.229 | 0.824 | 0.150 | 1.000 | 0.756 | 0.812 | 0.821 | 0.012 | 0.687 | 0.687 | 0.685 | 0.686 | 0.690 | 0.564 | 0.236 |
| Meat index | 0.529 | 0.792 | 0.434 | 0.756 | 1.000 | 0.745 | 0.669 | 0.337 | 0.828 | 0.828 | 0.827 | 0.829 | 0.834 | 0.737 | 0.368 |
| Soybeans | 0.224 | 0.824 | 0.165 | 0.812 | 0.745 | 1.000 | 0.771 | -0.001 | 0.632 | 0.632 | 0.631 | 0.632 | 0.632 | 0.522 | 0.221 |
| Sugar | 0.115 | 0.871 | 0.027 | 0.821 | 0.669 | 0.771 | 1.000 | -0.080 | 0.600 | 0.600 | 0.597 | 0.599 | 0.607 | 0.511 | 0.235 |
| USD | 0.955 | 0.055 | 0.930 | 0.012 | 0.337 | -0.001 | -0.080 | 1.000 | 0.613 | 0.613 | 0.610 | 0.606 | 0.592 | 0.422 | 0.572 |
| bud_group_personal_spent_value | 0.756 | 0.695 | 0.704 | 0.687 | 0.828 | 0.632 | 0.600 | 0.613 | 1.000 | 1.000 | 1.000 | 0.999 | 0.995 | 0.853 | 0.639 |
| bud_type_mandatory_spent_value | 0.756 | 0.695 | 0.704 | 0.687 | 0.828 | 0.632 | 0.600 | 0.613 | 1.000 | 1.000 | 1.000 | 0.999 | 0.995 | 0.853 | 0.639 |
| eco_GDP_R$_12_months | 0.755 | 0.694 | 0.702 | 0.685 | 0.827 | 0.631 | 0.597 | 0.610 | 1.000 | 1.000 | 1.000 | 0.999 | 0.995 | 0.857 | 0.635 |
| eco_net_debt_R$ | 0.749 | 0.698 | 0.699 | 0.686 | 0.829 | 0.632 | 0.599 | 0.606 | 0.999 | 0.999 | 0.999 | 1.000 | 0.997 | 0.856 | 0.636 |
| eco_net_debt_R$_federal_govt | 0.732 | 0.711 | 0.686 | 0.690 | 0.834 | 0.632 | 0.607 | 0.592 | 0.995 | 0.995 | 0.995 | 0.997 | 1.000 | 0.852 | 0.644 |
| exp_DIC_y | 0.580 | 0.555 | 0.460 | 0.564 | 0.737 | 0.522 | 0.511 | 0.422 | 0.853 | 0.853 | 0.857 | 0.856 | 0.852 | 1.000 | 0.384 |
| exp_trade_balance_y | 0.531 | 0.262 | 0.673 | 0.236 | 0.368 | 0.221 | 0.235 | 0.572 | 0.639 | 0.639 | 0.635 | 0.636 | 0.644 | 0.384 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Time | eco_net_debt_R$ | eco_net_debt_R$_federal_govt | eco_GDP_R$_12_months | Coffee | Iron Ore | Meat index | Soybeans | Sugar | bud_group_personal_spent_value | bud_type_mandatory_spent_value | exp_DIC_y | exp_trade_balance_y | CNY | EUR | USD | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2001-01 | 541333.74 | 337611.99 | 1209046.1 | 40.071176 | 22.180411 | 65.938729 | 48.364891 | 57.667171 | 6.267857e+10 | 1.363717e+11 | 24.00 | 0.50 | 0.238588 | 1.84370 | 1.9711 |
| 1 | 2001-02 | 550253.48 | 346552.50 | 1218911.0 | 41.061710 | 22.180411 | 67.675046 | 46.167638 | 54.237585 | 6.267857e+10 | 1.363717e+11 | 24.00 | -0.27 | 0.247551 | 1.89153 | 2.0452 |
| 2 | 2001-03 | 561959.20 | 355037.50 | 1234635.0 | 40.689646 | 22.180411 | 74.216554 | 45.319131 | 51.038821 | 6.267857e+10 | 1.363717e+11 | 23.45 | -1.00 | 0.261659 | 1.90165 | 2.1616 |
| 3 | 2001-04 | 565464.63 | 360694.52 | 1250830.7 | 40.281754 | 22.180411 | 74.332002 | 43.729764 | 47.728943 | 6.267857e+10 | 1.363717e+11 | 22.70 | -1.25 | 0.264464 | 1.94164 | 2.1847 |
| 4 | 2001-05 | 581727.09 | 374879.99 | 1263306.0 | 42.499579 | 22.180411 | 77.675190 | 45.179824 | 52.168986 | 6.267857e+10 | 1.363717e+11 | 21.00 | -1.50 | 0.285699 | 2.00134 | 2.3600 |
| 5 | 2001-06 | 586060.21 | 378378.89 | 1265570.0 | 38.968626 | 22.180411 | 79.212017 | 46.933827 | 50.982074 | 6.267857e+10 | 1.363717e+11 | 20.00 | -1.32 | 0.279039 | 1.96360 | 2.3049 |
| 6 | 2001-07 | 606367.82 | 395250.93 | 1272918.6 | 35.974957 | 22.180411 | 79.883955 | 51.461308 | 49.945205 | 6.267857e+10 | 1.363717e+11 | 18.00 | -1.00 | 0.294330 | 2.13283 | 2.4313 |
| 7 | 2001-08 | 622953.86 | 408431.08 | 1280805.4 | 36.212958 | 22.180411 | 80.998696 | 50.384844 | 46.913406 | 6.267857e+10 | 1.363717e+11 | 18.80 | -0.80 | 0.308909 | 2.33061 | 2.5517 |
| 8 | 2001-09 | 635685.65 | 418457.60 | 1289198.6 | 35.563358 | 22.180411 | 79.295765 | 47.516384 | 43.253954 | 6.267857e+10 | 1.363717e+11 | 18.00 | 0.00 | 0.323392 | 2.43584 | 2.6713 |
| 9 | 2001-10 | 646099.14 | 418907.03 | 1298386.5 | 34.404194 | 22.180411 | 74.708323 | 44.286992 | 40.374966 | 6.267857e+10 | 1.363717e+11 | 18.60 | 1.20 | 0.327726 | 2.44167 | 2.7071 |
| Time | eco_net_debt_R$ | eco_net_debt_R$_federal_govt | eco_GDP_R$_12_months | Coffee | Iron Ore | Meat index | Soybeans | Sugar | bud_group_personal_spent_value | bud_type_mandatory_spent_value | exp_DIC_y | exp_trade_balance_y | CNY | EUR | USD | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 268 | 2023-05 | 5922818.04 | 5006344.84 | 10476147.9 | 134.351395 | 178.470757 | 135.034451 | 140.153167 | 143.015535 | 3.503768e+11 | 2.214626e+12 | 80.00 | 59.8000 | 0.7167 | 5.4287 | 5.0959 |
| 269 | 2023-06 | 5992871.68 | 5169640.12 | 10526477.7 | 126.577771 | 193.102605 | 135.688510 | 145.102054 | 137.759977 | 3.529402e+11 | 2.238686e+12 | 79.50 | 63.7599 | 0.6646 | 5.2626 | 4.8192 |
| 270 | 2023-07 | 6067062.70 | 5256528.02 | 10569414.8 | 118.099551 | 194.614222 | 135.839551 | 153.047631 | 133.068199 | 3.555037e+11 | 2.262745e+12 | 80.00 | 66.5000 | 0.6638 | 5.2251 | 4.7415 |
| 271 | 2023-08 | 6163293.13 | 5315415.06 | 10620107.5 | 113.737167 | 187.156730 | 131.569790 | 140.650878 | 134.663975 | 3.580672e+11 | 2.286805e+12 | 80.00 | 73.0000 | 0.6781 | 5.3353 | 4.9219 |
| 272 | 2023-09 | 6211220.80 | 5375619.97 | 10666257.2 | 112.053873 | 205.631656 | 128.305785 | 134.309984 | 147.168208 | 3.606306e+11 | 2.310864e+12 | 80.00 | 72.1000 | 0.6859 | 5.3000 | 5.0076 |
| 273 | 2023-10 | 6253007.52 | 5402090.79 | 10732193.6 | 112.275013 | 202.765497 | 127.173451 | 130.113647 | 149.459333 | 3.631941e+11 | 2.334924e+12 | 71.75 | 75.1500 | 0.6912 | 5.3453 | 5.0575 |
| 274 | 2023-11 | 6333747.91 | 5473823.08 | 10803176.4 | 120.503662 | 224.109233 | 123.753638 | 136.294350 | 151.659024 | 3.657575e+11 | 2.358983e+12 | 62.80 | 78.4000 | 0.6916 | 5.3856 | 4.9355 |
| 275 | 2023-12 | NaN | NaN | NaN | 128.363340 | 234.862411 | 121.392080 | 132.748212 | 124.312573 | 3.683210e+11 | 2.383042e+12 | 59.00 | 81.3000 | 0.6815 | 5.3516 | 4.8413 |
| 276 | 2024-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 68.42 | 78.4500 | 0.6911 | 5.3805 | 4.9535 |
| 277 | 2024-02 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |